Correlation to Accuracy Difference on Cora
0.32Correlation CoefficientRankSim
Evaluation Results
| Method | Links | |
|---|---|---|
| RankSimArch=GAT2026.05 | 0.32 | |
| PermProcArch=PGNN2026.05 | 0.29 | |
| ProcDistArch=PGNN2026.05 | 0.29 | |
| RSMDiffArch=PGNN2026.05 | 0.24 | |
| RankSimArch=PGNN2026.05 | 0.23 | |
| RSAArch=PGNN2026.05 | 0.21 | |
| PermProcArch=SAGE2026.05 | 0.18 | |
| SoftCorrArch=GCN2026.05 | 0.18 | |
| MagDiffArch=PGNN2026.05 | 0.18 | |
| DistCorrArch=PGNN2026.05 | 0.17 | |
| CKAArch=GCN2026.05 | 0.16 | |
| AngShapeArch=GCN2026.05 | 0.15 | |
| OrthProcArch=GCN2026.05 | 0.15 | |
| ConcDiffArch=GCN2026.05 | 0.15 | |
| AlignCosArch=SAGE2026.05 | 0.13 | |
| 2nd-CosArch=PGNN2026.05 | 0.13 | |
| RTDArch=GAT2026.05 | 0.13 | |
| ConcDiffArch=PGNN2026.05 | 0.13 | |
| HardCorrArch=GCN2026.05 | 0.11 | |
| RBF-CKAArch=GCN2026.05 | 0.09 | |
| Multi-Scale CKAArch=GCN2026.05 | 0.09 | |
| ProcDistArch=GCN2026.05 | 0.08 | |
| EOSArch=SAGE2026.05 | 0.08 | |
| GULPArch=SAGE2026.05 | 0.08 | |
| MagDiffArch=GCN2026.05 | 0.08 | |
| AD-RBF-CKAArch=GCN2026.05 | 0.08 | |
| PWCCAArch=SAGE2026.05 | 0.07 | |
| RSMDiffArch=SAGE2026.05 | 0.07 | |
| JaccardArch=PGNN2026.05 | 0.07 | |
| Multi-Scale RBF-CKAArch=GCN2026.05 | 0.07 | |
| LinRegArch=GCN2026.05 | 0.06 | |
| RTDArch=GCN2026.05 | 0.06 | |
| AD-CKAArch=GCN2026.05 | 0.06 | |
| Multi-Scale DistCorrArch=GCN2026.05 | 0.06 | |
| RSAArch=SAGE2026.05 | 0.04 | |
| 2nd-CosArch=SAGE2026.05 | 0.04 | |
| IMDArch=PGNN2026.05 | 0.04 | |
| AD-DistCorrArch=GCN2026.05 | 0.04 | |
| SoftCorrArch=GAT2026.05 | 0.03 | |
| DistCorrArch=GAT2026.05 | 0.03 | |
| AD-CKAArch=GAT2026.05 | 0.03 | |
| AD-DistCorrArch=GAT2026.05 | 0.03 | |
| CKAArch=GAT2026.05 | 0.02 | |
| RBF-CKAArch=GAT2026.05 | 0.02 | |
| JaccardArch=GCN2026.05 | 0.02 | |
| Multi-Scale RBF-CKAArch=GAT2026.05 | 0.02 | |
| AD-RBF-CKAArch=GAT2026.05 | 0.02 | |
| ProcDistArch=SAGE2026.05 | 0.01 | |
| DistCorrArch=GCN2026.05 | 0.01 | |
| RankSimArch=GCN2026.05 | 0 | |
| IMDArch=SAGE2026.05 | 0 | |
| Multi-Scale DistCorrArch=GAT2026.05 | -0.01 | |
| SVCCAArch=GCN2026.05 | -0.02 | |
| AngShapeArch=PGNN2026.05 | -0.02 | |
| OrthProcArch=PGNN2026.05 | -0.02 | |
| SoftCorrArch=PGNN2026.05 | -0.02 | |
| GULPArch=PGNN2026.05 | -0.02 | |
| Multi-Scale CKAArch=GAT2026.05 | -0.02 | |
| IMDArch=GAT2026.05 | -0.03 | |
| EOSArch=PGNN2026.05 | -0.04 | |
| UnifDiffArch=SAGE2026.05 | -0.04 | |
| PWCCAArch=GCN2026.05 | -0.05 | |
| SoftCorrArch=SAGE2026.05 | -0.05 | |
| EOSArch=GAT2026.05 | -0.05 | |
| AlignCosArch=PGNN2026.05 | -0.08 | |
| CKAArch=PGNN2026.05 | -0.08 | |
| PWCCAArch=PGNN2026.05 | -0.09 | |
| UnifDiffArch=GAT2026.05 | -0.09 | |
| 2nd-CosArch=GCN2026.05 | -0.1 | |
| RankSimArch=SAGE2026.05 | -0.1 | |
| IMDArch=GCN2026.05 | -0.1 | |
| UnifDiffArch=GCN2026.05 | -0.1 | |
| AD-CKAArch=SAGE2026.05 | -0.1 | |
| HardCorrArch=SAGE2026.05 | -0.11 | |
| LinRegArch=GAT2026.05 | -0.11 | |
| 2nd-CosArch=GAT2026.05 | -0.11 | |
| JaccardArch=SAGE2026.05 | -0.11 | |
| AngShapeArch=GAT2026.05 | -0.12 | |
| HardCorrArch=PGNN2026.05 | -0.12 | |
| OrthProcArch=GAT2026.05 | -0.12 | |
| PermProcArch=GCN2026.05 | -0.12 | |
| GULPArch=GAT2026.05 | -0.12 | |
| SVCCAArch=SAGE2026.05 | -0.13 | |
| MagDiffArch=SAGE2026.05 | -0.13 | |
| UnifDiffArch=PGNN2026.05 | -0.13 | |
| HardCorrArch=GAT2026.05 | -0.14 | |
| LinRegArch=PGNN2026.05 | -0.14 | |
| RSMDiffArch=GAT2026.05 | -0.14 | |
| JaccardArch=GAT2026.05 | -0.16 | |
| CKAArch=SAGE2026.05 | -0.17 | |
| DistCorrArch=SAGE2026.05 | -0.17 | |
| AD-DistCorrArch=SAGE2026.05 | -0.18 | |
| SVCCAArch=GAT2026.05 | -0.19 | |
| ProcDistArch=GAT2026.05 | -0.19 | |
| RSMDiffArch=GCN2026.05 | -0.19 | |
| MagDiffArch=GAT2026.05 | -0.19 | |
| ConcDiffArch=GAT2026.05 | -0.2 | |
| Multi-Scale CKAArch=SAGE2026.05 | -0.2 | |
| Multi-Scale DistCorrArch=SAGE2026.05 | -0.2 | |
| LinRegArch=SAGE2026.05 | -0.21 |